교육 과정을 설계하고 학습 콘텐츠를 제작합니다. '온라인 강의 커리큘럼 짜줘', '직무 역량 모델 만들어줘', '영어 학습 계획 세워줘'라고 요청할 때 사용하세요. 강의 목차 설계, 학습 목표 정의, 역량 갭 분석, 외국어 학습 전략 수립을 지원합니다.
Create detailed lesson plans, instructional materials, learning activities, and differentiation strategies aligned to learning objectives.
Author high-quality assessment items (questions, prompts, tasks) aligned to learning objectives with answer keys and rubrics.
Generate scripts for educational videos, presentations, interactive activities, and multimedia content supporting learning objectives.
Identify gaps, overlaps, and misalignments in curriculum coverage through systematic comparison with standards and learning progressions
Assist with grading by applying rubrics to student work, generating criterion-level feedback, and maintaining consistency across submissions.
Synthesize feedback from students, outcomes data, and peer reviews to generate prioritized curriculum revision recommendations and track effectiveness over versions.
Audit curriculum management software for learning outcome alignment, pacing guide optimization, standards coverage mapping (Common Core, NGSS, state standards), differentiation…
Generate IMS Common Cartridge 1.3 packages with QTI assessments, LTI tool links, discussion forums, and full gradebook integration.
Generate LMS-ready packages in SCORM, Canvas, Moodle formats with proper structure, sequencing, and grade passback.
Identify and eliminate bias, stereotypes, and non-inclusive language; ensure cultural responsiveness and equity throughout curriculum materials.
Verify constructive alignment between objectives, activities, and assessments; validate instructional design quality and learning science principles.
Comprehensively reviews curriculum materials for quality, consistency, and effectiveness. Use when the user asks to review content, check quality, audit materials, or ensure…
Validate IMS Common Cartridge 1.3 packages against spec, check manifest schema, verify file references, validate QTI assessments, and ensure LMS compatibility.
A roleplay-based framework to identify product friction and bridge the gap between internal knowledge and the actual customer experience.
Эксперт customer training. Используй для onboarding программ, training materials и certification paths.
Aide à créer ou améliorer un CV structuré, percutant et adapté au poste visé. À utiliser quand l'utilisateur veut rédiger, refaire ou optimiser son CV.
Real-world ROI case study for healthcare content automation pipeline. Clínica Mente Saudável case with validated metrics - 99.4% time reduction (4h15m to 1.5min), 92.4% cost…
Expert guidance for deep learning, transformers, diffusion models, and LLM development with PyTorch, Transformers, Diffusers, and Gradio.
Deep learning-based variant calling with Google DeepVariant. Provides high accuracy for germline SNPs and indels from Illumina, PacBio, and ONT data.
Builds measurable validation criteria when no existing standards apply. Invoked by team agents during review.
Use when educators need to validate if their lesson plan covers all 3 Delegation subcategories (Problem/Platform/Task Awareness).
Eigenanteil und Grundausstattung der Hochschule sauber von DFG-Foerderung abgrenzen: Was muss die Hochschule stellen (Buero, Standardrechner, Sekretariat, Bibliothek), was darf…
Analyzes clinical diagnostic accuracy studies for bias using the QUADAS-2 tool. Use when Claude needs to assess the quality, risk of bias, or applicability of diagnostic accuracy…
Document pedagogical design decisions in educational materials using the didactic LaTeX package and \ltnote command.
Client education, meal planning communication, behavior change counseling, and motivational strategies
Digital art tools, techniques, and workflows for art education. Covers raster and vector workflows, digital painting, photo manipulation, generative and procedural art, 3D…
A two-spread digital e-guide preview — page 1 is a cover (display title, author, "What's inside" stats, table of contents teaser); page 2 is a spread (lesson body with pull-quote…
Visual quality rubric for Triptych display tabs — panel-size constraints (800–1200px), dark theme alignment, hierarchy in a narrow panel, named tabs, "live" vs "dead" displays.
Turn scattered project rules, workflows, and hard-won lessons into a structured skills directory that future agents can route through before making changes.
Stap 7 — verwerkt lessons learned van de afgeronde taak en voert compacte systeem-checks uit. Schrijft rapport in task doc. Volledige systeem-checks staan in doc-audit.
Comprehensive guide for creating by-example tutorials - code-first learning path with 75-90 heavily annotated examples achieving 95% language coverage.
Universal methodology for verifying factual correctness in documentation using WebSearch and WebFetch tools.
Generate or update documentation for the AI Hero API by reading the source code at ~/repos/ai/course-builder.
Update documentation based on lessons learned. Use after completing work to capture learnings and prevent future issues.
Design evidence-discovery and validation workflows for drug repurposing studies by integrating disease mechanisms, drug-target logic, expression reversal, real-world evidence, and…
Spezialfall Systemic-Risk-Assessment Art. 34 DSA: Methode der VLOP-Risikobewertung pruefen, vier Kategorien (illegale Inhalte, Grundrechte, Wahlen, Wohlbefinden Minderjaehriger),…
Aural skills development covering interval recognition, chord quality identification, rhythmic and melodic dictation, sight-singing, and progressive pedagogy.
Verifies relationships between a source text (e.g. Episode, Task) and existing Knowledge Graph lessons.
Explique un concept complexe de manière simple, progressive et avec des analogies. À utiliser quand l'utilisateur ne comprend pas quelque chose et a besoin d'une explicat — from…
Interpretation guidance for Urban Institute Portal datasets. Coded values (-1/-2/-3), year definitions, grade encoding, suppression, licensing, cross-source joins.
Discovers education data from Urban Institute Portal: endpoints, variables, year coverage, join keys (CCD, IPEDS, CRDC, Scorecard, SAIPE). Use to map questions to data.
Downloads education datasets from configured mirror sources (parquet/CSV) with local Polars filtering. Use when writing fetch scripts or retrieving CCD, IPEDS, CRDC, SAIPE data.
CSS — annual Clery Act crime/fire safety for Title IV institutions. Portal: hate crimes only (2005-2021); primary offenses, VAWA, arrests, fire safety need ope.ed.gov directly.
CCD — federal universe of all U.S. public K-12 schools (~100K) and districts (~18K). Enrollment, staffing, finance, directory data (1986-present).
CRDC — biennial OCR survey of all U.S. public schools (2011-2021). Discipline, course access, harassment, restraint/seclusion by race/sex/disability/EL.
EADA — college athletics gender equity (~2,000+ institutions, 2002-2021). Participation, coaching, salaries, expenses, revenues, athletic aid by gender.
EDFacts — K-12 outcomes: assessment proficiency, ACGR graduation rates, ESSA accountability at school/district level (2009-2020). Within-state trends and subgroup gaps.
FSA — Title IV aid at institution level (~5,500 institutions, 1999-2021). Pell Grants, Direct/PLUS loans, campus-based aid, financial responsibility scores, 90/10 metrics.
IPEDS — primary federal postsecondary data (~6,500 institutions, 1980-present): enrollment, completions, graduation rates, finance, aid, admissions, HR.
MEPS — Urban Institute modeled school-level poverty (% at 100% FPL), from CCD + SAIPE (public schools, 2009-2022, 2-3yr lag). Use when FRPL is unreliable due to CEP.
NACUBO endowment data (~650 institutions, 2012-2022). Portal: 7 columns only (total endowment, per-FTE, YoY change). Use for endowment size/trends.
NCCS — Form 990 data for private nonprofit colleges (Portal: IPEDS-matched, 1993-2016). Revenue, expenses, assets, endowment, governance beyond IPEDS.
NHGIS — census geography crosswalks via Portal: links schools (ncessch) and colleges (unitid) to tracts, block groups, CBSAs (1990-2020).
PSEO — Census data linking graduates to employment via LEHD wage records. Earnings percentiles at 1/5/10 years post-graduation by institution, degree, CIP.
SAIPE — annual Census poverty estimates for school districts (Portal; county/state not in Portal). Use for district poverty, Title I context, or trends. ~18-month lag.
College Scorecard — post-enrollment outcomes linking aid records to IRS/Treasury earnings. Earnings, loan repayment, debt via six Portal sub-datasets.
Prépare un examen avec quiz de test, points clés et stratégie de révision. À utiliser quand l'utilisateur veut se tester ou préparer un examen spécifique.
Use when designing animations for educational platforms, e-learning, tutoring apps, or skill-building experiences
Expert in course platform selection and implementation - comparing Teachable, Kajabi, Thinkific, and custom solutions.